Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors

Martin Gjoreski, Vito Janko, Gašper Slapničar, +8

Information Fusion

Mobile SensingHuman ActivitiesMachine VisionMachine LearningData Science +11

Real-time activity monitoring with a wristband and a smartphone

Božidara Cvetković, Robert Szeklicki, Vito Janko, +2

Information Fusion

Mobile SensingPhysical ActivityEngineeringAssistive TechnologyWearable Technology +7

Activity Recognition for Diabetic Patients Using a Smartphone

Božidara Cvetković, Vito Janko, Alfonso E. Romero, +3

Journal of Medical Systems

Mobile SensingAssistive TechnologyDiabetesWearable TechnologyHealth Monitoring +2

A New Frontier for Activity Recognition

Vito Janko, Nina Reščič, Miha Mlakar, +7

Phone OrientationEngineeringMachine LearningBiometricsWearable Technology +20

Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge

Martin Gjoreski, Vito Janko, Nina Reščič, +7

Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningField Robotics +24

Cross-location transfer learning for the sussex-huawei locomotion recognition challenge

Vito Janko, Martin Gjoreski, Carlo Maria De Masi, +3

EngineeringMachine LearningHuman Pose EstimationWearable TechnologyTeam Jsi First +21

e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren

Vito Janko, Božidara Cvetković, Anton Gradišek, +3

Journal of Ambient Intelligence and Smart Environments

Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone

Božidara Cvetković, Vito Janko, Mitja Luštrek

Wearable SystemDemo AbstractPhysical ActivityEngineeringEnergy Efficiency +15

Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning

Stefan Kalabakov, Simon Stankoski, Nina Reščič, +6

Artificial IntelligenceEngineeringMachine LearningHuman Pose EstimationBiometrics +25

e-Turist: An Intelligent Personalised Trip Guide

Božidara Cvetković, Hristijan Gjoreski, Vito Janko, +7

Artificial IntelligenceIntelligent SystemCartographyRoute ChoiceEngineering +12